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Compute & Energy

Chips, data centers, and the energy cost of AI.

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The Gap Between Chatting With AI and Running It Automatically Is Enormous

A new study on the AI economy found that when AI runs automated tasks in the background rather than just answering questions in a chat window, it consumes over a thousand times more computing. That gap is what drives the cost of building AI-powered systems, and it is why costs are so hard to predict. For businesses moving from experiments to real deployments, this is the number that explains the sticker shock.

For youIf your team is moving from trying AI to building anything that runs automatically, get a clear picture of the computing costs before you commit. What works in a demo can be far more expensive at scale.

Source: The Rundown